kejian/codesearchnet-python-linelen40-full

text stringlengths 89 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 630
def find_item_project(self, eitem): """ Find the project for a enriched item :param eitem: enriched item for which to find the project :return: the project entry (a dictionary) """ # get the data source name relying on the cfg section name, if null use the connector name ...	[ "def", "find_item_project", "(", "self", ",", "eitem", ")", ":", "# get the data source name relying on the cfg section name, if null use the connector name", "ds_name", "=", "self", ".", "cfg_section_name", "if", "self", ".", "cfg_section_name", "else", "self", ".", "get_c...	47.166667	24.203704
def delete_item(self, item_uri): """Delete an item from a collection :param item_uri: the URI that references the item :type item_uri: String :rtype: String :returns: a message confirming that the metadata is modified :raises: APIError if the request was not successful...	[ "def", "delete_item", "(", "self", ",", "item_uri", ")", ":", "response", "=", "self", ".", "api_request", "(", "item_uri", ",", "method", "=", "'DELETE'", ")", "return", "self", ".", "__check_success", "(", "response", ")" ]	30.642857	20.5
def bezier_radialrange(seg, origin, return_all_global_extrema=False): """returns the tuples (d_min, t_min) and (d_max, t_max) which minimize and maximize, respectively, the distance d = \|self.point(t)-origin\|. return_all_global_extrema: Multiple such t_min or t_max values can exist. By default, this wi...	[ "def", "bezier_radialrange", "(", "seg", ",", "origin", ",", "return_all_global_extrema", "=", "False", ")", ":", "def", "_radius", "(", "tau", ")", ":", "return", "abs", "(", "seg", ".", "point", "(", "tau", ")", "-", "origin", ")", "shifted_seg_poly", ...	43.090909	18.045455
def setArrowStyle( self, state ): """ Sets whether or not to use arrows for the grouping mechanism. :param state \| <bool> """ self._arrowStyle = state if not state: self.setStyleSheet('') else: right = reso...	[ "def", "setArrowStyle", "(", "self", ",", "state", ")", ":", "self", ".", "_arrowStyle", "=", "state", "if", "not", "state", ":", "self", ".", "setStyleSheet", "(", "''", ")", "else", ":", "right", "=", "resources", ".", "find", "(", "'img/treeview/trian...	36.733333	17.666667
def unmasked_blurred_image_of_galaxies_from_psf(self, padded_grid_stack, psf): """This is a utility function for the function above, which performs the iteration over each plane's galaxies \ and computes each galaxy's unmasked blurred image. Parameters ---------- padded_grid_sta...	[ "def", "unmasked_blurred_image_of_galaxies_from_psf", "(", "self", ",", "padded_grid_stack", ",", "psf", ")", ":", "return", "[", "padded_grid_stack", ".", "unmasked_blurred_image_from_psf_and_unmasked_image", "(", "psf", ",", "image", ")", "if", "not", "galaxy", ".", ...	49.692308	24
def fit(self, struct1, struct2): """ Fit two structures. Args: struct1 (Structure): 1st structure struct2 (Structure): 2nd structure Returns: True or False. """ struct1, struct2 = self._process_species([struct1, struct2]) if ...	[ "def", "fit", "(", "self", ",", "struct1", ",", "struct2", ")", ":", "struct1", ",", "struct2", "=", "self", ".", "_process_species", "(", "[", "struct1", ",", "struct2", "]", ")", "if", "not", "self", ".", "_subset", "and", "self", ".", "_comparator",...	30.28	21.48
def PC_PI_calc(P, TOP, POP): """ Calculate percent chance agreement for Scott's Pi. :param P: condition positive :type P : dict :param TOP: test outcome positive :type TOP : dict :param POP: population :type POP:dict :return: percent chance agreement as float """ try: ...	[ "def", "PC_PI_calc", "(", "P", ",", "TOP", ",", "POP", ")", ":", "try", ":", "result", "=", "0", "for", "i", "in", "P", ".", "keys", "(", ")", ":", "result", "+=", "(", "(", "P", "[", "i", "]", "+", "TOP", "[", "i", "]", ")", "/", "(", ...	24.473684	15.947368
def analyze_symbol(l, sym, from_ver, to_ver, do_reads=False): """ This is a utility function to produce text output with details about the versions of a given symbol. It is useful for debugging corruption issues and to mark corrupted versions. Parameters ---------- l : `arctic.store.version_stor...	[ "def", "analyze_symbol", "(", "l", ",", "sym", ",", "from_ver", ",", "to_ver", ",", "do_reads", "=", "False", ")", ":", "logging", ".", "info", "(", "'Analyzing symbol {}. Versions range is [v{}, v{}]'", ".", "format", "(", "sym", ",", "from_ver", ",", "to_ver...	41.357895	25.652632
def _create_sbatch(self, ostr): """Write sbatch template to output stream :param ostr: opened file to write to """ properties = dict( sbatch_arguments=self.sbatch_args, hpcbench_command=self.hpcbench_cmd ) try: self.sbatch_template.stream(**propert...	[ "def", "_create_sbatch", "(", "self", ",", "ostr", ")", ":", "properties", "=", "dict", "(", "sbatch_arguments", "=", "self", ".", "sbatch_args", ",", "hpcbench_command", "=", "self", ".", "hpcbench_cmd", ")", "try", ":", "self", ".", "sbatch_template", ".",...	42.882353	16.529412
def filter_enzyme_kinase(stmts_in, **kwargs): """Filter Phosphorylations to ones where the enzyme is a known kinase. Parameters ---------- stmts_in : list[indra.statements.Statement] A list of statements to filter. save : Optional[str] The name of a pickle file to save the results (...	[ "def", "filter_enzyme_kinase", "(", "stmts_in", ",", "", "", "kwargs", ")", ":", "logger", ".", "info", "(", "'Filtering %d statements to remove '", "%", "len", "(", "stmts_in", ")", "+", "'phosphorylation by non-kinases...'", ")", "path", "=", "os", ".", "pat...	36.029412	16
def to_dict(self): """Convert this Node to a dict representation for passing to the API.""" return {"address": self.address, "port": self.port, "condition": self.condition, "type": self.type, "id": self.id, }	[ "def", "to_dict", "(", "self", ")", ":", "return", "{", "\"address\"", ":", "self", ".", "address", ",", "\"port\"", ":", "self", ".", "port", ",", "\"condition\"", ":", "self", ".", "condition", ",", "\"type\"", ":", "self", ".", "type", ",", "\"id\""...	37.125	8.875
def import_classes(name, currmodule): # type: (unicode, unicode) -> Any """Import a class using its fully-qualified name.""" target = None # import class or module using currmodule if currmodule: target = try_import(currmodule + '.' + name) # import class or module without currmodule...	[ "def", "import_classes", "(", "name", ",", "currmodule", ")", ":", "# type: (unicode, unicode) -> Any", "target", "=", "None", "# import class or module using currmodule", "if", "currmodule", ":", "target", "=", "try_import", "(", "currmodule", "+", "'.'", "+", "name"...	35.7	17.366667
def delete(self): """ Delete this :term:`Metrics Context` resource. Raises: :exc:`~zhmcclient.HTTPError` :exc:`~zhmcclient.ParseError` :exc:`~zhmcclient.AuthError` :exc:`~zhmcclient.ConnectionError` """ self.manager.session.delete(self.ur...	[ "def", "delete", "(", "self", ")", ":", "self", ".", "manager", ".", "session", ".", "delete", "(", "self", ".", "uri", ")", "self", ".", "manager", ".", "_metrics_contexts", ".", "remove", "(", "self", ")" ]	27.846154	12.769231
def read(self, structure): """ Read and advance. """ start = self.offset self.skip(structure.size) return structure.read(self.buf, start)	[ "def", "read", "(", "self", ",", "structure", ")", ":", "start", "=", "self", ".", "offset", "self", ".", "skip", "(", "structure", ".", "size", ")", "return", "structure", ".", "read", "(", "self", ".", "buf", ",", "start", ")" ]	33	8
def do_cat(self, subcmd, opts, *args): """Output the content of specified files or URLs. usage: cat TARGET... ${cmd_option_list} """ print "'svn %s' opts: %s" % (subcmd, opts) print "'svn %s' args: %s" % (subcmd, args)	[ "def", "do_cat", "(", "self", ",", "subcmd", ",", "opts", ",", "*", "args", ")", ":", "print", "\"'svn %s' opts: %s\"", "%", "(", "subcmd", ",", "opts", ")", "print", "\"'svn %s' args: %s\"", "%", "(", "subcmd", ",", "args", ")" ]	27.9	14.9
def GetMacAddresses(self): """MAC addresses from all interfaces.""" result = set() for interface in self.interfaces: if (interface.mac_address and interface.mac_address != b"\x00" * len(interface.mac_address)): result.add(Text(interface.mac_address.human_readable_address)) return...	[ "def", "GetMacAddresses", "(", "self", ")", ":", "result", "=", "set", "(", ")", "for", "interface", "in", "self", ".", "interfaces", ":", "if", "(", "interface", ".", "mac_address", "and", "interface", ".", "mac_address", "!=", "b\"\\x00\"", "*", "len", ...	41	15.25
def GetRootFileEntry(self): """Retrieves the root file entry. Returns: ZipFileEntry: a file entry or None. """ path_spec = zip_path_spec.ZipPathSpec( location=self.LOCATION_ROOT, parent=self._path_spec.parent) return self.GetFileEntryByPathSpec(path_spec)	[ "def", "GetRootFileEntry", "(", "self", ")", ":", "path_spec", "=", "zip_path_spec", ".", "ZipPathSpec", "(", "location", "=", "self", ".", "LOCATION_ROOT", ",", "parent", "=", "self", ".", "_path_spec", ".", "parent", ")", "return", "self", ".", "GetFileEnt...	31.333333	13.333333
def _depend_on_lambda_permissions_using_tag(self, bucket, permission): """ Since conditional DependsOn is not supported this undocumented way of implicitely making dependency through tags is used. See https://stackoverflow.com/questions/34607476/cloudformation-apply-condition-on-depend...	[ "def", "_depend_on_lambda_permissions_using_tag", "(", "self", ",", "bucket", ",", "permission", ")", ":", "properties", "=", "bucket", ".", "get", "(", "'Properties'", ",", "None", ")", "if", "properties", "is", "None", ":", "properties", "=", "{", "}", "bu...	40.2	20.8
def row_structural_typicality(self, X_L_list, X_D_list, row_id): """Returns the typicality (opposite of anomalousness) of given row. :param row_id: id of the target row :type row_id: int :returns: float, the typicality, from 0 to 1 """ return su.row_structural_typicalit...	[ "def", "row_structural_typicality", "(", "self", ",", "X_L_list", ",", "X_D_list", ",", "row_id", ")", ":", "return", "su", ".", "row_structural_typicality", "(", "X_L_list", ",", "X_D_list", ",", "row_id", ")" ]	37.888889	18.333333
def _check_mappings(self, doc_type, body): """ We desire to index content so that anything we want to be textually searchable(and therefore needing to be analysed), but the other fields are designed to be filters, and only require an exact match. So, we want to set up the mappings for th...	[ "def", "_check_mappings", "(", "self", ",", "doc_type", ",", "body", ")", ":", "# Make fields other than content be indexed as unanalyzed terms - content", "# contains fields that are to be analyzed", "exclude_fields", "=", "[", "\"content\"", "]", "field_properties", "=", "get...	37.6	18.906667
def _load_simple_section_questions(self, item_ids): """For loading the simple section case (common) just load the questions for the section, and insert the one part into assessment part map. """ self._insert_part_map( get_default_part_map(self._assessment_part_id, ...	[ "def", "_load_simple_section_questions", "(", "self", ",", "item_ids", ")", ":", "self", ".", "_insert_part_map", "(", "get_default_part_map", "(", "self", ".", "_assessment_part_id", ",", "0", ",", "self", ".", "_assessment_part", ".", "are_items_sequential", "(", ...	38.608696	16.26087
def pagedump(self): """ dump the contents of all pages, ignoring links between pages, this will enable you to view contents of pages which have become lost due to datacorruption. """ self.fh.seek(self.pagesize) pn = 1 while True: try: ...	[ "def", "pagedump", "(", "self", ")", ":", "self", ".", "fh", ".", "seek", "(", "self", ".", "pagesize", ")", "pn", "=", "1", "while", "True", ":", "try", ":", "pagedata", "=", "self", ".", "fh", ".", "read", "(", "self", ".", "pagesize", ")", "...	41.555556	19.037037
def get_letters_iterable( word ): """ splits the word into a character-list of tamil/english characters present in the stream """ WLEN,idx = len(word),0 while (idx < WLEN): c = word[idx] #print(idx,hex(ord(c)),len(ta_letters)) if c in uyir_letter_set or c == ayudha_letter: ...	[ "def", "get_letters_iterable", "(", "word", ")", ":", "WLEN", ",", "idx", "=", "len", "(", "word", ")", ",", "0", "while", "(", "idx", "<", "WLEN", ")", ":", "c", "=", "word", "[", "idx", "]", "#print(idx,hex(ord(c)),len(ta_letters))", "if", "c", "in",...	29.478261	15.391304
def _fix_reindent(self, result): """Fix a badly indented line. This is done by adding or removing from its initial indent only. """ num_indent_spaces = int(result['info'].split()[1]) line_index = result['line'] - 1 target = self.source[line_index] self.source[l...	[ "def", "_fix_reindent", "(", "self", ",", "result", ")", ":", "num_indent_spaces", "=", "int", "(", "result", "[", "'info'", "]", ".", "split", "(", ")", "[", "1", "]", ")", "line_index", "=", "result", "[", "'line'", "]", "-", "1", "target", "=", ...	33.090909	19.454545
def extend(self, iterable): """ Add each item from iterable to the end of the list """ with self.lock: for item in iterable: self.append(item)	[ "def", "extend", "(", "self", ",", "iterable", ")", ":", "with", "self", ".", "lock", ":", "for", "item", "in", "iterable", ":", "self", ".", "append", "(", "item", ")" ]	28	8.857143
def spitOut(s, file, binary=False, expand=False): r"""Write string `s` into `file` (which can be a string (`str` or `unicode`) or a `file` instance).""" mode = "w" + ["b",""][not binary] file = _normalizeToFile(file, mode=mode, expand=expand) try: file.write(s) finally: file.close()	[ "def", "spitOut", "(", "s", ",", "file", ",", "binary", "=", "False", ",", "expand", "=", "False", ")", ":", "mode", "=", "\"w\"", "+", "[", "\"b\"", ",", "\"\"", "]", "[", "not", "binary", "]", "file", "=", "_normalizeToFile", "(", "file", ",", ...	43.571429	8.571429
def get_prev_sibling_tags(mention): """Return the HTML tag of the Mention's previous siblings. Previous siblings are Mentions which are at the same level in the HTML tree as the given mention, but are declared before the given mention. If a candidate is passed in, only the previous siblings of its firs...	[ "def", "get_prev_sibling_tags", "(", "mention", ")", ":", "span", "=", "_to_span", "(", "mention", ")", "prev_sibling_tags", "=", "[", "]", "i", "=", "_get_node", "(", "span", ".", "sentence", ")", "while", "i", ".", "getprevious", "(", ")", "is", "not",...	37.722222	16.666667
def regressfile(filename): """ Run all stories in filename 'filename' in python 2 and 3. """ _storybook({"rewrite": False}).in_filename(filename).with_params( **{"python version": "2.7.14"} ).filter( lambda story: not story.info.get("fails_on_python_2") ).ordered_by_name().play()...	[ "def", "regressfile", "(", "filename", ")", ":", "_storybook", "(", "{", "\"rewrite\"", ":", "False", "}", ")", ".", "in_filename", "(", "filename", ")", ".", "with_params", "(", "", "", "{", "\"python version\"", ":", "\"2.7.14\"", "}", ")", ".", "fil...	34.461538	14.307692
async def unformat(self): """Unformat this partition.""" self._data = await self._handler.unformat( system_id=self.block_device.node.system_id, device_id=self.block_device.id, id=self.id)	[ "async", "def", "unformat", "(", "self", ")", ":", "self", ".", "_data", "=", "await", "self", ".", "_handler", ".", "unformat", "(", "system_id", "=", "self", ".", "block_device", ".", "node", ".", "system_id", ",", "device_id", "=", "self", ".", "blo...	44.6	11
def PackageVariable(key, help, default, searchfunc=None): # NB: searchfunc is currently undocumented and unsupported """ The input parameters describe a 'package list' option, thus they are returned with the correct converter and validator appended. The result is usable for input to opts.Add() . ...	[ "def", "PackageVariable", "(", "key", ",", "help", ",", "default", ",", "searchfunc", "=", "None", ")", ":", "# NB: searchfunc is currently undocumented and unsupported", "help", "=", "'\\n '", ".", "join", "(", "(", "help", ",", "'( yes \| no \| /path/to/%s )'", "...	40.8	16.133333
def parseSOAPMessage(data, ipAddr): "parse raw XML data string, return a (minidom) xml document" try: dom = minidom.parseString(data) except Exception: #print('Failed to parse message from %s\n"%s": %s' % (ipAddr, data, ex), file=sys.stderr) return None if dom.getElementsByTagN...	[ "def", "parseSOAPMessage", "(", "data", ",", "ipAddr", ")", ":", "try", ":", "dom", "=", "minidom", ".", "parseString", "(", "data", ")", "except", "Exception", ":", "#print('Failed to parse message from %s\\n\"%s\": %s' % (ipAddr, data, ex), file=sys.stderr)", "return", ...	37.461538	16.615385
def remove_behaviour(self, behaviour): """ Removes a behaviour from the agent. The behaviour is first killed. Args: behaviour (spade.behaviour.CyclicBehaviour): the behaviour instance to be removed """ if not self.has_behaviour(behaviour): raise Va...	[ "def", "remove_behaviour", "(", "self", ",", "behaviour", ")", ":", "if", "not", "self", ".", "has_behaviour", "(", "behaviour", ")", ":", "raise", "ValueError", "(", "\"This behaviour is not registered\"", ")", "index", "=", "self", ".", "behaviours", ".", "i...	33.785714	15.071429
def call(self): """ call: ['mut'] ID ['(' parameters ')'] """ is_mutable = False if self.token.nature == Nature.MUT: is_mutable = True self._process(Nature.MUT) identifier = Identifier(name=self.token.value) self._process(Nature.ID) ...	[ "def", "call", "(", "self", ")", ":", "is_mutable", "=", "False", "if", "self", ".", "token", ".", "nature", "==", "Nature", ".", "MUT", ":", "is_mutable", "=", "True", "self", ".", "_process", "(", "Nature", ".", "MUT", ")", "identifier", "=", "Iden...	32.4375	17.0625
def get_lights(self): ''' Lists all available lights on the bridge. ''' url = '/api/%s/lights' % self.username response = self.make_request('GET', url) lights = [] # Did we get a success response back? # error responses look like: # [{'error': {'ad...	[ "def", "get_lights", "(", "self", ")", ":", "url", "=", "'/api/%s/lights'", "%", "self", ".", "username", "response", "=", "self", ".", "make_request", "(", "'GET'", ",", "url", ")", "lights", "=", "[", "]", "# Did we get a success response back?", "# error re...	29.833333	15.433333
def get_bool(self, key: str) -> Optional[bool]: """ Returns an optional configuration value, as a bool, by its key, or None if it doesn't exist. If the configuration value isn't a legal boolean, this function will throw an error. :param str key: The requested configuration key. ...	[ "def", "get_bool", "(", "self", ",", "key", ":", "str", ")", "->", "Optional", "[", "bool", "]", ":", "v", "=", "self", ".", "get", "(", "key", ")", "if", "v", "is", "None", ":", "return", "None", "if", "v", "in", "[", "'true'", ",", "'True'", ...	42.555556	22
def computePointing(self, ra_deg, dec_deg, roll_deg, cartesian=False): """Compute a pointing model without changing the internal object pointing""" # Roll FOV Rrotate = r.rotateInXMat(roll_deg) # Roll # Slew from ra/dec of zero Ra = r.rightAscensionRotationMatrix(ra_deg) ...	[ "def", "computePointing", "(", "self", ",", "ra_deg", ",", "dec_deg", ",", "roll_deg", ",", "cartesian", "=", "False", ")", ":", "# Roll FOV", "Rrotate", "=", "r", ".", "rotateInXMat", "(", "roll_deg", ")", "# Roll", "# Slew from ra/dec of zero", "Ra", "=", ...	33	16.789474
def _build_sectors_and_pages(self, keep_unwritten): """! @brief Converts the list of flash operations to flash sectors and pages. @param self @param keep_unwritten If true, unwritten pages in an erased sector and unwritten contents of a modified page will be read from the ta...	[ "def", "_build_sectors_and_pages", "(", "self", ",", "keep_unwritten", ")", ":", "assert", "len", "(", "self", ".", "flash_operation_list", ")", ">", "0", "self", ".", "program_byte_count", "=", "0", "flash_addr", "=", "self", ".", "flash_operation_list", "[", ...	49.590909	23.863636
def generate_multiple_parameters(self, parameter_id_list): """Returns multiple sets of trial (hyper-)parameters, as iterable of serializable objects. Call 'generate_parameters()' by 'count' times by default. User code must override either this function or 'generate_parameters()'. If ther...	[ "def", "generate_multiple_parameters", "(", "self", ",", "parameter_id_list", ")", ":", "result", "=", "[", "]", "for", "parameter_id", "in", "parameter_id_list", ":", "try", ":", "_logger", ".", "debug", "(", "\"generating param for {}\"", ".", "format", "(", "...	53.411765	21.941176
def oauth_only(function): """Decorator to restrict some GitHubTools methods to run only with OAuth""" def check_for_oauth(self, args, *kwargs): """ Returns False if GitHubTools instance is not authenticated, or return the decorated fucntion if it is. """ if not self.is...	[ "def", "oauth_only", "(", "function", ")", ":", "def", "check_for_oauth", "(", "self", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "\"\"\"\n Returns False if GitHubTools instance is not authenticated, or return\n the decorated fucntion if it is.\n ...	37.066667	15.4
def getCallerInfo(depth=2): """Utility function to get information about function callers The information is the tuple (function/method name, filename, class) The class will be None if the caller is just a function and not an object method. :param depth: (int) how far back in the callstack to go to extract ...	[ "def", "getCallerInfo", "(", "depth", "=", "2", ")", ":", "f", "=", "sys", ".", "_getframe", "(", "depth", ")", "method_name", "=", "f", ".", "f_code", ".", "co_name", "filename", "=", "f", ".", "f_code", ".", "co_filename", "arg_class", "=", "None", ...	31.857143	21.761905
def format_(blocks): """Produce Python module from blocks of tests Arguments: blocks (list): Blocks of tests from func:`parse()` """ tests = list() function_count = 0 # For each test to have a unique name for block in blocks: # Validate docstring format of body if n...	[ "def", "format_", "(", "blocks", ")", ":", "tests", "=", "list", "(", ")", "function_count", "=", "0", "# For each test to have a unique name", "for", "block", "in", "blocks", ":", "# Validate docstring format of body", "if", "not", "any", "(", "line", "[", ":",...	30.958333	22.0625
def not_evaluator(conditions, leaf_evaluator): """ Evaluates a list of conditions as if the evaluator had been applied to a single entry and NOT was applied to the result. Args: conditions: List of conditions ex: [operand_1, operand_2]. leaf_evaluator: Function which will be called to evaluate leaf condi...	[ "def", "not_evaluator", "(", "conditions", ",", "leaf_evaluator", ")", ":", "if", "not", "len", "(", "conditions", ")", ">", "0", ":", "return", "None", "result", "=", "evaluate", "(", "conditions", "[", "0", "]", ",", "leaf_evaluator", ")", "return", "N...	34.526316	20.631579
def flush_task_and_object_metadata_unsafe(): """This removes some critical state from the Redis shards. In a multitenant environment, this will flush metadata for all jobs, which may be undesirable. This removes all of the object and task metadata. This can be used to try to address out-of-memory ...	[ "def", "flush_task_and_object_metadata_unsafe", "(", ")", ":", "ray", ".", "worker", ".", "global_worker", ".", "check_connected", "(", ")", "def", "flush_shard", "(", "redis_client", ")", ":", "# Flush the task table. Note that this also flushes the driver tasks", "# which...	44.578947	21.394737
def _get_base_model(self): """ :return: base model from Keras based on user-supplied model name """ if self.model_name == 'inception_v3': return InceptionV3(weights='imagenet', include_top=False) elif self.model_name == 'xception': return Xception(weights=...	[ "def", "_get_base_model", "(", "self", ")", ":", "if", "self", ".", "model_name", "==", "'inception_v3'", ":", "return", "InceptionV3", "(", "weights", "=", "'imagenet'", ",", "include_top", "=", "False", ")", "elif", "self", ".", "model_name", "==", "'xcept...	46.625	15.375
def compile_mof_file(self, mof_file, namespace=None, search_paths=None, verbose=None): """ Compile the MOF definitions in the specified file (and its included files) and add the resulting CIM objects to the specified CIM namespace of the mock repository. ...	[ "def", "compile_mof_file", "(", "self", ",", "mof_file", ",", "namespace", "=", "None", ",", "search_paths", "=", "None", ",", "verbose", "=", "None", ")", ":", "namespace", "=", "namespace", "or", "self", ".", "default_namespace", "self", ".", "_validate_na...	39.634921	25.793651
def close(self): """Closes the stream.""" if self.call is None: return self._request_queue.put(None) self.call.cancel() self._request_generator = None	[ "def", "close", "(", "self", ")", ":", "if", "self", ".", "call", "is", "None", ":", "return", "self", ".", "_request_queue", ".", "put", "(", "None", ")", "self", ".", "call", ".", "cancel", "(", ")", "self", ".", "_request_generator", "=", "None" ]	24.5	14.5
def changeGroupImageRemote(self, image_url, thread_id=None): """ Changes a thread image from a URL :param image_url: URL of an image to upload and change :param thread_id: User/Group ID to change image. See :ref:`intro_threads` :raises: FBchatException if request failed ...	[ "def", "changeGroupImageRemote", "(", "self", ",", "image_url", ",", "thread_id", "=", "None", ")", ":", "(", "image_id", ",", "mimetype", ")", ",", "=", "self", ".", "_upload", "(", "get_files_from_urls", "(", "[", "image_url", "]", ")", ")", "return", ...	45.2	19
def peek(init, exposes, debug=False): """ Default deserializer factory. Arguments: init (callable): type constructor. exposes (iterable): attributes to be peeked and passed to `init`. Returns: callable: deserializer (`peek` routine). """ def _peek(store, container, _...	[ "def", "peek", "(", "init", ",", "exposes", ",", "debug", "=", "False", ")", ":", "def", "_peek", "(", "store", ",", "container", ",", "_stack", "=", "None", ")", ":", "args", "=", "[", "store", ".", "peek", "(", "objname", ",", "container", ",", ...	23.809524	19.904762
def get_element_by_class_name_or_raise(self, class_name): """Return the SchemaElement for the specified class name, asserting that it exists.""" if class_name not in self._elements: raise InvalidClassError(u'Class does not exist: {}'.format(class_name)) return self._elements[class_n...	[ "def", "get_element_by_class_name_or_raise", "(", "self", ",", "class_name", ")", ":", "if", "class_name", "not", "in", "self", ".", "_elements", ":", "raise", "InvalidClassError", "(", "u'Class does not exist: {}'", ".", "format", "(", "class_name", ")", ")", "re...	53.166667	17.5
def wait_for(self, timeout): """ A decorator factory that ensures the wrapped function runs in the reactor thread. When the wrapped function is called, its result is returned or its exception raised. Deferreds are handled transparently. Calls will timeout after the given...	[ "def", "wait_for", "(", "self", ",", "timeout", ")", ":", "def", "decorator", "(", "function", ")", ":", "@", "wrapt", ".", "decorator", "def", "wrapper", "(", "function", ",", "_", ",", "args", ",", "kwargs", ")", ":", "@", "self", ".", "run_in_reac...	34.8	18.742857
def max(self): """Get maximum target value found and corresponding parametes.""" try: res = { 'target': self.target.max(), 'params': dict( zip(self.keys, self.params[self.target.argmax()]) ) } except Valu...	[ "def", "max", "(", "self", ")", ":", "try", ":", "res", "=", "{", "'target'", ":", "self", ".", "target", ".", "max", "(", ")", ",", "'params'", ":", "dict", "(", "zip", "(", "self", ".", "keys", ",", "self", ".", "params", "[", "self", ".", ...	29.666667	18.583333
def get_config_bool(name): """Checks if a config value is set to a valid bool value.""" cli_config = CLIConfig(SF_CLI_CONFIG_DIR, SF_CLI_ENV_VAR_PREFIX) return cli_config.getboolean('servicefabric', name, False)	[ "def", "get_config_bool", "(", "name", ")", ":", "cli_config", "=", "CLIConfig", "(", "SF_CLI_CONFIG_DIR", ",", "SF_CLI_ENV_VAR_PREFIX", ")", "return", "cli_config", ".", "getboolean", "(", "'servicefabric'", ",", "name", ",", "False", ")" ]	44	20.8
def _plt_pydot(self, fout_img): """Plot using the pydot graphics engine.""" dag = self.get_pydot_graph() self.wr_pydot_dag(fout_img, dag)	[ "def", "_plt_pydot", "(", "self", ",", "fout_img", ")", ":", "dag", "=", "self", ".", "get_pydot_graph", "(", ")", "self", ".", "wr_pydot_dag", "(", "fout_img", ",", "dag", ")" ]	39.5	3.25
def _chk_truncate(self): ''' Checks whether the frame should be truncated. If so, slices the frame up. ''' # Column of which first element is used to determine width of a dot col self.tr_size_col = -1 # Cut the data to the information actually printed ma...	[ "def", "_chk_truncate", "(", "self", ")", ":", "# Column of which first element is used to determine width of a dot col", "self", ".", "tr_size_col", "=", "-", "1", "# Cut the data to the information actually printed", "max_cols", "=", "self", ".", "max_cols", "max_rows", "="...	36.594203	17.811594
def modified_lines_from_diff(self, diff): """Returns the changed lines in a diff. - Potentially this is vc specific (if not using udiff). Note: this returns the line numbers in descending order. """ from pep8radius.diff import modified_lines_from_udiff for start, end i...	[ "def", "modified_lines_from_diff", "(", "self", ",", "diff", ")", ":", "from", "pep8radius", ".", "diff", "import", "modified_lines_from_udiff", "for", "start", ",", "end", "in", "modified_lines_from_udiff", "(", "diff", ")", ":", "yield", "start", ",", "end" ]	33.909091	19.909091
def reinforce(self, **kwargs): """ Reinforces the grid and calculates grid expansion costs. See :meth:`edisgo.flex_opt.reinforce_grid` for more information. """ results = reinforce_grid( self, max_while_iterations=kwargs.get( 'max_while_iterations', ...	[ "def", "reinforce", "(", "self", ",", "", "", "kwargs", ")", ":", "results", "=", "reinforce_grid", "(", "self", ",", "max_while_iterations", "=", "kwargs", ".", "get", "(", "'max_while_iterations'", ",", "10", ")", ",", "copy_graph", "=", "kwargs", ".",...	35.105263	18.789474
def _access_rule(method, ip=None, port=None, proto='tcp', direction='in', port_origin='d', ip_origin='d', comment=''): ''' Handles the cmd execution for allow and deny commands. ''' if _status...	[ "def", "_access_rule", "(", "method", ",", "ip", "=", "None", ",", "port", "=", "None", ",", "proto", "=", "'tcp'", ",", "direction", "=", "'in'", ",", "port_origin", "=", "'d'", ",", "ip_origin", "=", "'d'", ",", "comment", "=", "''", ")", ":", "i...	40.928571	18.714286
def correct_hyperlinks(book_dir=BOOK_PATH, dest=None, include_tags=None, ext='.nlpiabak', skip_untitled=True): """ DEPRECATED (see translate_line_footnotes) Find bad footnotes (only urls), visit the page, add the title to the footnote >>> len(correct_hyperlinks(book_dir=BOOK_PATH, ...	[ "def", "correct_hyperlinks", "(", "book_dir", "=", "BOOK_PATH", ",", "dest", "=", "None", ",", "include_tags", "=", "None", ",", "ext", "=", "'.nlpiabak'", ",", "skip_untitled", "=", "True", ")", ":", "# bad_url_lines = find_all_bad_footnote_urls(book_dir=book_dir)", ...	48.266667	27.2
def prompt_and_delete(path, no_input=False): """ Ask user if it's okay to delete the previously-downloaded file/directory. If yes, delete it. If no, checks to see if the old version should be reused. If yes, it's reused; otherwise, Cookiecutter exits. :param path: Previously downloaded zipfile. ...	[ "def", "prompt_and_delete", "(", "path", ",", "no_input", "=", "False", ")", ":", "# Suppress prompt if called via API", "if", "no_input", ":", "ok_to_delete", "=", "True", "else", ":", "question", "=", "(", "\"You've downloaded {} before. \"", "\"Is it okay to delete a...	28.054054	20.702703
def cell_to_text(self): """Return the text representation for the cell""" if self.is_code(): return self.code_to_text() source = copy(self.source) if not self.comment: escape_code_start(source, self.ext, None) return self.markdown_to_text(source)	[ "def", "cell_to_text", "(", "self", ")", ":", "if", "self", ".", "is_code", "(", ")", ":", "return", "self", ".", "code_to_text", "(", ")", "source", "=", "copy", "(", "self", ".", "source", ")", "if", "not", "self", ".", "comment", ":", "escape_code...	33.666667	12
def pymux_key_to_prompt_toolkit_key_sequence(key): """ Turn a pymux description of a key. E.g. "C-a" or "M-x" into a prompt-toolkit key sequence. Raises `ValueError` if the key is not known. """ # Make the c- and m- prefixes case insensitive. if key.lower().startswith('m-c-'): key ...	[ "def", "pymux_key_to_prompt_toolkit_key_sequence", "(", "key", ")", ":", "# Make the c- and m- prefixes case insensitive.", "if", "key", ".", "lower", "(", ")", ".", "startswith", "(", "'m-c-'", ")", ":", "key", "=", "'M-C-'", "+", "key", "[", "4", ":", "]", "...	29.347826	14.73913
def _BuildOobLink(self, param, mode): """Builds out-of-band URL. Gitkit API GetOobCode() is called and the returning code is combined with Gitkit widget URL to building the out-of-band url. Args: param: dict of request. mode: string, Gitkit widget mode to handle the oob action after user ...	[ "def", "_BuildOobLink", "(", "self", ",", "param", ",", "mode", ")", ":", "code", "=", "self", ".", "rpc_helper", ".", "GetOobCode", "(", "param", ")", "if", "code", ":", "parsed", "=", "list", "(", "parse", ".", "urlparse", "(", "self", ".", "widget...	28.548387	20
def load_messages(self, directory, catalogue): """ Loads translation found in a directory. @type directory: string @param directory: The directory to search @type catalogue: MessageCatalogue @param catalogue: The message catalogue to dump @raises: ValueError ...	[ "def", "load_messages", "(", "self", ",", "directory", ",", "catalogue", ")", ":", "if", "not", "os", ".", "path", ".", "isdir", "(", "directory", ")", ":", "raise", "ValueError", "(", "\"{0} is not a directory\"", ".", "format", "(", "directory", ")", ")"...	35.8	15.64
def send_search(self, url): """ Queries the Twitter API with a given query string and \ stores the results internally. Also validates returned HTTP status \ code and throws an exception in case of invalid HTTP states. \ Example usage ``sendSearch('?q=One+Two&count=100')`` :param...	[ "def", "send_search", "(", "self", ",", "url", ")", ":", "if", "not", "isinstance", "(", "url", ",", "str", "if", "py3k", "else", "basestring", ")", ":", "raise", "TwitterSearchException", "(", "1009", ")", "endpoint", "=", "self", ".", "_base_url", "+",...	37.42623	19.688525
def show(cls, msg=None): """ Show the log interface on the page. """ if msg: cls.add(msg) cls.overlay.show() cls.overlay.el.bind("click", lambda x: cls.hide()) cls.el.style.display = "block" cls.bind()	[ "def", "show", "(", "cls", ",", "msg", "=", "None", ")", ":", "if", "msg", ":", "cls", ".", "add", "(", "msg", ")", "cls", ".", "overlay", ".", "show", "(", ")", "cls", ".", "overlay", ".", "el", ".", "bind", "(", "\"click\"", ",", "lambda", ...	22.333333	16.333333
def get_participant(participant_id): """Get the participant with the given id.""" try: ppt = models.Participant.query.filter_by(id=participant_id).one() except NoResultFound: return error_response( error_type="/participant GET: no participant found", status=403) ...	[ "def", "get_participant", "(", "participant_id", ")", ":", "try", ":", "ppt", "=", "models", ".", "Participant", ".", "query", ".", "filter_by", "(", "id", "=", "participant_id", ")", ".", "one", "(", ")", "except", "NoResultFound", ":", "return", "error_r...	37.153846	17.615385
def _get_args(self, node, keywords): """ Intercept calls to get template and return our own node-specific template """ args = super(ArcanaSlurmGraphPlugin, self)._get_args( node, keywords) # Substitute the template arg with the node-specific one new_ar...	[ "def", "_get_args", "(", "self", ",", "node", ",", "keywords", ")", ":", "args", "=", "super", "(", "ArcanaSlurmGraphPlugin", ",", "self", ")", ".", "_get_args", "(", "node", ",", "keywords", ")", "# Substitute the template arg with the node-specific one", "new_ar...	36.666667	14.266667
def get_onnx_variable_name(self, seed): ''' Retrieve the variable ID of the given seed or create one if it is the first time of seeing this seed ''' if seed in self.variable_name_mapping: return self.variable_name_mapping[seed][-1] else: return self.get_un...	[ "def", "get_onnx_variable_name", "(", "self", ",", "seed", ")", ":", "if", "seed", "in", "self", ".", "variable_name_mapping", ":", "return", "self", ".", "variable_name_mapping", "[", "seed", "]", "[", "-", "1", "]", "else", ":", "return", "self", ".", ...	42.125	23.625
def write_usage(self, prog, args='', prefix='Usage: '): """Writes a usage line into the buffer. :param prog: the program name. :param args: whitespace separated list of arguments. :param prefix: the prefix for the first line. """ usage_prefix = '%*s%s ' % (self.current_i...	[ "def", "write_usage", "(", "self", ",", "prog", ",", "args", "=", "''", ",", "prefix", "=", "'Usage: '", ")", ":", "usage_prefix", "=", "'%*s%s '", "%", "(", "self", ".", "current_indent", ",", "prefix", ",", "prog", ")", "text_width", "=", "self", "."...	43.730769	18.5
def _write_wrapped_codestream(self, ofile, box): """Write wrapped codestream.""" # Codestreams require a bit more care. # Am I a raw codestream? if len(self.box) == 0: # Yes, just write the codestream box header plus all # of myself out to file. ofile....	[ "def", "_write_wrapped_codestream", "(", "self", ",", "ofile", ",", "box", ")", ":", "# Codestreams require a bit more care.", "# Am I a raw codestream?", "if", "len", "(", "self", ".", "box", ")", "==", "0", ":", "# Yes, just write the codestream box header plus all", ...	40.16	17.54
def _setattr_url_map(self): ''' Set an attribute on the local instance for each key/val in url_map CherryPy uses class attributes to resolve URLs. ''' if self.apiopts.get('enable_sessions', True) is False: url_blacklist = ['login', 'logout', 'minions', 'jobs'] ...	[ "def", "_setattr_url_map", "(", "self", ")", ":", "if", "self", ".", "apiopts", ".", "get", "(", "'enable_sessions'", ",", "True", ")", "is", "False", ":", "url_blacklist", "=", "[", "'login'", ",", "'logout'", ",", "'minions'", ",", "'jobs'", "]", "else...	33.0625	23.3125
def parallel(view, dist='b', block=None, ordered=True, **flags): """Turn a function into a parallel remote function. This method can be used for map: In [1]: @parallel(view, block=True) ...: def func(a): ...: pass """ def parallel_function(f): return ParallelFunction(view...	[ "def", "parallel", "(", "view", ",", "dist", "=", "'b'", ",", "block", "=", "None", ",", "ordered", "=", "True", ",", "", "", "flags", ")", ":", "def", "parallel_function", "(", "f", ")", ":", "return", "ParallelFunction", "(", "view", ",", "f", ...	30.076923	19.923077
def normalize_url(url: 'Union[URL, str]') -> 'URL': """Normalize url to make comparisons.""" url = URL(url) return url.with_query(urlencode(sorted(parse_qsl(url.query_string))))	[ "def", "normalize_url", "(", "url", ":", "'Union[URL, str]'", ")", "->", "'URL'", ":", "url", "=", "URL", "(", "url", ")", "return", "url", ".", "with_query", "(", "urlencode", "(", "sorted", "(", "parse_qsl", "(", "url", ".", "query_string", ")", ")", ...	46.5	16.5
def add_file_metadata(self, fname): """ collects the files metadata - note that this will fail with strange errors if network connection drops out to shared folder, but it is better to stop the program rather than do a try except otherwise you will get an incomplete...	[ "def", "add_file_metadata", "(", "self", ",", "fname", ")", ":", "file_dict", "=", "{", "}", "file_dict", "[", "\"fullfilename\"", "]", "=", "fname", "try", ":", "file_dict", "[", "\"name\"", "]", "=", "os", ".", "path", ".", "basename", "(", "fname", ...	38.3	16
def _apply_search_backrefs(pattern, flags=0): """Apply the search backrefs to the search pattern.""" if isinstance(pattern, (str, bytes)): re_verbose = VERBOSE & flags if flags & V0: re_version = V0 elif flags & V1: re_version = V1 else: re_ve...	[ "def", "_apply_search_backrefs", "(", "pattern", ",", "flags", "=", "0", ")", ":", "if", "isinstance", "(", "pattern", ",", "(", "str", ",", "bytes", ")", ")", ":", "re_verbose", "=", "VERBOSE", "&", "flags", "if", "flags", "&", "V0", ":", "re_version"...	38.8	19.6
def fitToSize(rect, targetWidth, targetHeight, bounds): """ Pads or crops a rectangle as necessary to achieve the target dimensions, ensuring the modified rectangle falls within the specified bounds. The input rectangle, bounds, and return value are all a tuple of (x,y,w,h). """ # Determine the difference bet...	[ "def", "fitToSize", "(", "rect", ",", "targetWidth", ",", "targetHeight", ",", "bounds", ")", ":", "# Determine the difference between the current size and target size", "x", ",", "y", ",", "w", ",", "h", "=", "rect", "diffX", "=", "w", "-", "targetWidth", "diff...	33.470588	20.176471
def list(self, href): """ list of files and directories at remote server :param href: remote folder :return: list(folders, files) and list(None,None) if folder doesn't exist """ for iTry in range(TRYINGS): logger.info(u("list(%s): %s") % (iTry, href)) ...	[ "def", "list", "(", "self", ",", "href", ")", ":", "for", "iTry", "in", "range", "(", "TRYINGS", ")", ":", "logger", ".", "info", "(", "u", "(", "\"list(%s): %s\"", ")", "%", "(", "iTry", ",", "href", ")", ")", "folders", "=", "None", "files", "=...	43.477273	13.159091
def use_comparative_authorization_view(self): """Pass through to provider AuthorizationLookupSession.use_comparative_authorization_view""" self._object_views['authorization'] = COMPARATIVE # self._get_provider_session('authorization_lookup_session') # To make sure the session is tracked ...	[ "def", "use_comparative_authorization_view", "(", "self", ")", ":", "self", ".", "_object_views", "[", "'authorization'", "]", "=", "COMPARATIVE", "# self._get_provider_session('authorization_lookup_session') # To make sure the session is tracked", "for", "session", "in", "self",...	54.555556	19
def Gf(counts): r'''Estimates the ideal-gas Gibbs energy of formation at 298.15 K of an organic compound using the Joback method as a function of chemical structure only. .. math:: G_{formation} = 53.88 + \sum {G_{f,i}} In the above equation,...	[ "def", "Gf", "(", "counts", ")", ":", "tot", "=", "0.0", "for", "group", ",", "count", "in", "counts", ".", "items", "(", ")", ":", "tot", "+=", "joback_groups_id_dict", "[", "group", "]", ".", "Gform", "*", "count", "Gf", "=", "53.88", "+", "tot",...	32.388889	23.666667
def constant(duration: int, amp: complex, name: str = None) -> SamplePulse: """Generates constant-sampled `SamplePulse`. Applies `left` sampling strategy to generate discrete pulse from continuous function. Args: duration: Duration of pulse. Must be greater than zero. amp: Complex pulse am...	[ "def", "constant", "(", "duration", ":", "int", ",", "amp", ":", "complex", ",", "name", ":", "str", "=", "None", ")", "->", "SamplePulse", ":", "return", "_sampled_constant_pulse", "(", "duration", ",", "amp", ",", "name", "=", "name", ")" ]	37.818182	23
def order_search(self, article_code, **kwargs): '''taobao.vas.order.search 订单记录导出用于ISV查询自己名下的应用及收费项目的订单记录。目前所有应用调用此接口的频率限制为200次/分钟，即每分钟内，所有应用调用此接口的次数加起来最多为200次。''' request = TOPRequest('taobao.vas.order.search') request['article_code'] = article_code for k, v in kwargs....	[ "def", "order_search", "(", "self", ",", "article_code", ",", "", "", "kwargs", ")", ":", "request", "=", "TOPRequest", "(", "'taobao.vas.order.search'", ")", "request", "[", "'article_code'", "]", "=", "article_code", "for", "k", ",", "v", "in", "kwargs",...	62.272727	31.181818
async def _request( self, method: str, endpoint: str, *, headers: dict = None, params: dict = None, json: dict = None, ssl: bool = True) -> dict: """Wrap the generic request method to add access token, etc.""" ...	[ "async", "def", "_request", "(", "self", ",", "method", ":", "str", ",", "endpoint", ":", "str", ",", "*", ",", "headers", ":", "dict", "=", "None", ",", "params", ":", "dict", "=", "None", ",", "json", ":", "dict", "=", "None", ",", "ssl", ":", ...	32.736842	13.421053
def get(name, required=False, default=empty, type=None): """Generic getter for environment variables. Handles defaults, required-ness, and what type to expect. :param name: The name of the environment variable be pulled :type name: str :param required: Whether the environment variable is required....	[ "def", "get", "(", "name", ",", "required", "=", "False", ",", "default", "=", "empty", ",", "type", "=", "None", ")", ":", "fn", "=", "{", "'int'", ":", "env_int", ",", "int", ":", "env_int", ",", "'bool'", ":", "env_bool", ",", "bool", ":", "en...	28.692308	21.282051
def _get_dbid2goids(associations): """Return gene2go data for user-specified taxids.""" id2gos = cx.defaultdict(set) for ntd in associations: id2gos[ntd.DB_ID].add(ntd.GO_ID) return dict(id2gos)	[ "def", "_get_dbid2goids", "(", "associations", ")", ":", "id2gos", "=", "cx", ".", "defaultdict", "(", "set", ")", "for", "ntd", "in", "associations", ":", "id2gos", "[", "ntd", ".", "DB_ID", "]", ".", "add", "(", "ntd", ".", "GO_ID", ")", "return", ...	38.833333	5.833333
def log_very_verbose(self, message): """ Logs a message only when logging level is very verbose. :param str\|list[str] message: The message. """ if self.get_verbosity() >= Output.VERBOSITY_VERY_VERBOSE: self.writeln(message)	[ "def", "log_very_verbose", "(", "self", ",", "message", ")", ":", "if", "self", ".", "get_verbosity", "(", ")", ">=", "Output", ".", "VERBOSITY_VERY_VERBOSE", ":", "self", ".", "writeln", "(", "message", ")" ]	33.625	13.625
def folderitems(self): """Generate folderitems for each version """ items = [] # get the snapshots snapshots = get_snapshots(self.context) # reverse the order to get the most recent change first snapshots = list(reversed(snapshots)) # set the total number ...	[ "def", "folderitems", "(", "self", ")", ":", "items", "=", "[", "]", "# get the snapshots", "snapshots", "=", "get_snapshots", "(", "self", ".", "context", ")", "# reverse the order to get the most recent change first", "snapshots", "=", "list", "(", "reversed", "("...	34.914286	19.557143
def force_plot(base_value, shap_values, features=None, feature_names=None, out_names=None, link="identity", plot_cmap="RdBu", matplotlib=False, show=True, figsize=(20,3), ordering_keys=None, ordering_keys_time_format=None, text_rotation=0): """ Visualize the given SHAP values with an a...	[ "def", "force_plot", "(", "base_value", ",", "shap_values", ",", "features", "=", "None", ",", "feature_names", "=", "None", ",", "out_names", "=", "None", ",", "link", "=", "\"identity\"", ",", "plot_cmap", "=", "\"RdBu\"", ",", "matplotlib", "=", "False", ...	41.744828	26.262069
def _strip_placeholder_braces(p_matchobj): """ Returns string with conditional braces around placeholder stripped and percent sign glued into placeholder character. Returned string is composed from 'start', 'before', 'placeholder', 'after', 'whitespace', and 'end' match-groups of p_matchobj. Condit...	[ "def", "_strip_placeholder_braces", "(", "p_matchobj", ")", ":", "before", "=", "p_matchobj", ".", "group", "(", "'before'", ")", "or", "''", "placeholder", "=", "p_matchobj", ".", "group", "(", "'placeholder'", ")", "after", "=", "p_matchobj", ".", "group", ...	39.238095	21.714286
def _reset(self, load): """ Reset sorted list load. The load specifies the load-factor of the list. The default load factor of '1000' works well for lists from tens to tens of millions of elements. Good practice is to use a value that is the cube root of the list size...	[ "def", "_reset", "(", "self", ",", "load", ")", ":", "values", "=", "reduce", "(", "iadd", ",", "self", ".", "_lists", ",", "[", "]", ")", "self", ".", "_clear", "(", ")", "self", ".", "_load", "=", "load", "self", ".", "_half", "=", "load", ">...	39.529412	19.529412
def __read(self, i: int) -> bytes: """Returns a set number (i) of bytes from self.data.""" b = self.data[self.idx: self.idx + i] self.idx += i if len(b) != i: raise bencodepy.DecodingError( "Incorrect byte length returned between indexes of {0} and {1}. Possib...	[ "def", "__read", "(", "self", ",", "i", ":", "int", ")", "->", "bytes", ":", "b", "=", "self", ".", "data", "[", "self", ".", "idx", ":", "self", ".", "idx", "+", "i", "]", "self", ".", "idx", "+=", "i", "if", "len", "(", "b", ")", "!=", ...	46.555556	18.666667
def export_coreml(self, filename, include_non_maximum_suppression = True, iou_threshold = None, confidence_threshold = None): """ Save the model in Core ML format. The Core ML model takes an image of fixed size as input and produces two output arrays: `confid...	[ "def", "export_coreml", "(", "self", ",", "filename", ",", "include_non_maximum_suppression", "=", "True", ",", "iou_threshold", "=", "None", ",", "confidence_threshold", "=", "None", ")", ":", "import", "mxnet", "as", "_mx", "from", ".", ".", "_mxnet", ".", ...	46.469758	21.743952
def transitive_invalidation_hash(self, fingerprint_strategy=None, depth=0): """ :API: public :param FingerprintStrategy fingerprint_strategy: optional fingerprint strategy to use to compute the fingerprint of a target :return: A fingerprint representing this target and all of its dependencies. ...	[ "def", "transitive_invalidation_hash", "(", "self", ",", "fingerprint_strategy", "=", "None", ",", "depth", "=", "0", ")", ":", "if", "depth", ">", "self", ".", "_MAX_RECURSION_DEPTH", ":", "# NB(zundel) without this catch, we'll eventually hit the python stack limit", "#...	46.653846	27.461538
def compute_potentials_analytical_hs(grid, configs_raw, rho): """Compute the potential superpositions of each current dipole in the configurations, using the provided resistivity Parameters ---------- grid: crt_grid object with loaded FE grid. Used for the electrode positions configs_ra...	[ "def", "compute_potentials_analytical_hs", "(", "grid", ",", "configs_raw", ",", "rho", ")", ":", "potentials", "=", "[", "]", "nodes_sorted", "=", "grid", ".", "nodes", "[", "'sorted'", "]", "nodes_raw", "=", "grid", ".", "nodes", "[", "'sorted'", "]", "f...	32.765957	17.021277
def save_user(user, name, save=None): # noqa: E501 """Save a script Save a script # noqa: E501 :param user: Get user with this name :type user: str :param name: Get status of a driver with this name :type name: str :param save: The data needed to save this user :type save: dict \| byte...	[ "def", "save_user", "(", "user", ",", "name", ",", "save", "=", "None", ")", ":", "# noqa: E501", "if", "connexion", ".", "request", ".", "is_json", ":", "save", "=", "Save", ".", "from_dict", "(", "connexion", ".", "request", ".", "get_json", "(", ")"...	28	19.966667
def info(gandi, email): """Display information about a mailbox.""" login, domain = email output_keys = ['login', 'aliases', 'fallback', 'quota', 'responder'] mailbox = gandi.mail.info(domain, login) output_mailbox(gandi, mailbox, output_keys) return mailbox	[ "def", "info", "(", "gandi", ",", "email", ")", ":", "login", ",", "domain", "=", "email", "output_keys", "=", "[", "'login'", ",", "'aliases'", ",", "'fallback'", ",", "'quota'", ",", "'responder'", "]", "mailbox", "=", "gandi", ".", "mail", ".", "inf...	30.555556	19.666667
def is_year(self): """Determine if a data record is of type YEAR.""" dt = DATA_TYPES['year'] if dt['min'] and dt['max']: if type(self.data) is dt['type'] and dt['min'] < self.data < dt['max']: self.type = 'year'.upper() self.len = None ...	[ "def", "is_year", "(", "self", ")", ":", "dt", "=", "DATA_TYPES", "[", "'year'", "]", "if", "dt", "[", "'min'", "]", "and", "dt", "[", "'max'", "]", ":", "if", "type", "(", "self", ".", "data", ")", "is", "dt", "[", "'type'", "]", "and", "dt", ...	40.5	12.875
def process_tree_files(tree): """ process_tree_files: Download files from nodes Args: tree (ChannelManager): manager to handle communication to Kolibri Studio Returns: None """ # Fill in values necessary for next steps config.LOGGER.info("Processing content...") files_to_...	[ "def", "process_tree_files", "(", "tree", ")", ":", "# Fill in values necessary for next steps", "config", ".", "LOGGER", ".", "info", "(", "\"Processing content...\"", ")", "files_to_diff", "=", "tree", ".", "process_tree", "(", "tree", ".", "channel", ")", "config...	44.333333	16.666667
def hue(self, img1, img2): """Applies the hue blend mode. Hues image img1 with image img2. The hue filter replaces the hues of pixels in img1 with the hues of pixels in img2. Returns a composite image with the alpha channel retained. """ import col...	[ "def", "hue", "(", "self", ",", "img1", ",", "img2", ")", ":", "import", "colorsys", "p1", "=", "list", "(", "img1", ".", "getdata", "(", ")", ")", "p2", "=", "list", "(", "img2", ".", "getdata", "(", ")", ")", "for", "i", "in", "range", "(", ...	26.55	17.625
def _get_corpus_properties(self, corpus_name): """Check whether a corpus is available for import. :type corpus_name: str :param corpus_name: Name of available corpus. :rtype : str """ try: # corpora = LANGUAGE_CORPORA[self.language] corpora = self....	[ "def", "_get_corpus_properties", "(", "self", ",", "corpus_name", ")", ":", "try", ":", "# corpora = LANGUAGE_CORPORA[self.language]", "corpora", "=", "self", ".", "all_corpora", "except", "NameError", "as", "name_error", ":", "msg", "=", "'Corpus not available for lang...	40.761905	9.952381
def addItem(self, itemType, itemContents, itemID=None): """ :param str itemType: The type of the item, note, place, todo :param dict itemContents: A dictionary of the item contents :param int itemID: When editing a note, send the ID along with it """ if itemT...	[ "def", "addItem", "(", "self", ",", "itemType", ",", "itemContents", ",", "itemID", "=", "None", ")", ":", "if", "itemType", "not", "in", "self", ".", "noteDB", ".", "collection_names", "(", ")", ":", "fields", "=", "[", "(", "ii", ",", "pymongo", "....	39.62963	18.518519

def find_item_project(self, eitem): """ Find the project for a enriched item :param eitem: enriched item for which to find the project :return: the project entry (a dictionary) """ # get the data source name relying on the cfg section name, if null use the connector name ...

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47.166667

24.203704

def delete_item(self, item_uri): """Delete an item from a collection :param item_uri: the URI that references the item :type item_uri: String :rtype: String :returns: a message confirming that the metadata is modified :raises: APIError if the request was not successful...

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30.642857

20.5

def bezier_radialrange(seg, origin, return_all_global_extrema=False): """returns the tuples (d_min, t_min) and (d_max, t_max) which minimize and maximize, respectively, the distance d = |self.point(t)-origin|. return_all_global_extrema: Multiple such t_min or t_max values can exist. By default, this wi...

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43.090909

18.045455

def setArrowStyle( self, state ): """ Sets whether or not to use arrows for the grouping mechanism. :param state | <bool> """ self._arrowStyle = state if not state: self.setStyleSheet('') else: right = reso...

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36.733333

17.666667

def unmasked_blurred_image_of_galaxies_from_psf(self, padded_grid_stack, psf): """This is a utility function for the function above, which performs the iteration over each plane's galaxies \ and computes each galaxy's unmasked blurred image. Parameters ---------- padded_grid_sta...

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49.692308

24

def fit(self, struct1, struct2): """ Fit two structures. Args: struct1 (Structure): 1st structure struct2 (Structure): 2nd structure Returns: True or False. """ struct1, struct2 = self._process_species([struct1, struct2]) if ...

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30.28

21.48

def PC_PI_calc(P, TOP, POP): """ Calculate percent chance agreement for Scott's Pi. :param P: condition positive :type P : dict :param TOP: test outcome positive :type TOP : dict :param POP: population :type POP:dict :return: percent chance agreement as float """ try: ...

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24.473684

15.947368

def analyze_symbol(l, sym, from_ver, to_ver, do_reads=False): """ This is a utility function to produce text output with details about the versions of a given symbol. It is useful for debugging corruption issues and to mark corrupted versions. Parameters ---------- l : `arctic.store.version_stor...

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41.357895

25.652632

def _create_sbatch(self, ostr): """Write sbatch template to output stream :param ostr: opened file to write to """ properties = dict( sbatch_arguments=self.sbatch_args, hpcbench_command=self.hpcbench_cmd ) try: self.sbatch_template.stream(**propert...

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42.882353

16.529412

def filter_enzyme_kinase(stmts_in, **kwargs): """Filter Phosphorylations to ones where the enzyme is a known kinase. Parameters ---------- stmts_in : list[indra.statements.Statement] A list of statements to filter. save : Optional[str] The name of a pickle file to save the results (...

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36.029412

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def to_dict(self): """Convert this Node to a dict representation for passing to the API.""" return {"address": self.address, "port": self.port, "condition": self.condition, "type": self.type, "id": self.id, }

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37.125

8.875

def import_classes(name, currmodule): # type: (unicode, unicode) -> Any """Import a class using its fully-qualified *name*.""" target = None # import class or module using currmodule if currmodule: target = try_import(currmodule + '.' + name) # import class or module without currmodule...

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35.7

17.366667

def delete(self): """ Delete this :term:`Metrics Context` resource. Raises: :exc:`~zhmcclient.HTTPError` :exc:`~zhmcclient.ParseError` :exc:`~zhmcclient.AuthError` :exc:`~zhmcclient.ConnectionError` """ self.manager.session.delete(self.ur...

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27.846154

12.769231

def read(self, structure): """ Read and advance. """ start = self.offset self.skip(structure.size) return structure.read(self.buf, start)

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33

8

def do_cat(self, subcmd, opts, *args): """Output the content of specified files or URLs. usage: cat TARGET... ${cmd_option_list} """ print "'svn %s' opts: %s" % (subcmd, opts) print "'svn %s' args: %s" % (subcmd, args)

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27.9

14.9

def GetMacAddresses(self): """MAC addresses from all interfaces.""" result = set() for interface in self.interfaces: if (interface.mac_address and interface.mac_address != b"\x00" * len(interface.mac_address)): result.add(Text(interface.mac_address.human_readable_address)) return...

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41

15.25

def GetRootFileEntry(self): """Retrieves the root file entry. Returns: ZipFileEntry: a file entry or None. """ path_spec = zip_path_spec.ZipPathSpec( location=self.LOCATION_ROOT, parent=self._path_spec.parent) return self.GetFileEntryByPathSpec(path_spec)

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31.333333

13.333333

def _depend_on_lambda_permissions_using_tag(self, bucket, permission): """ Since conditional DependsOn is not supported this undocumented way of implicitely making dependency through tags is used. See https://stackoverflow.com/questions/34607476/cloudformation-apply-condition-on-depend...

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40.2

20.8

def row_structural_typicality(self, X_L_list, X_D_list, row_id): """Returns the typicality (opposite of anomalousness) of given row. :param row_id: id of the target row :type row_id: int :returns: float, the typicality, from 0 to 1 """ return su.row_structural_typicalit...

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37.888889

18.333333

def _check_mappings(self, doc_type, body): """ We desire to index content so that anything we want to be textually searchable(and therefore needing to be analysed), but the other fields are designed to be filters, and only require an exact match. So, we want to set up the mappings for th...

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37.6

18.906667

def _load_simple_section_questions(self, item_ids): """For loading the simple section case (common) just load the questions for the section, and insert the one part into assessment part map. """ self._insert_part_map( get_default_part_map(self._assessment_part_id, ...

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38.608696

16.26087

def pagedump(self): """ dump the contents of all pages, ignoring links between pages, this will enable you to view contents of pages which have become lost due to datacorruption. """ self.fh.seek(self.pagesize) pn = 1 while True: try: ...

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41.555556

19.037037

def get_letters_iterable( word ): """ splits the word into a character-list of tamil/english characters present in the stream """ WLEN,idx = len(word),0 while (idx < WLEN): c = word[idx] #print(idx,hex(ord(c)),len(ta_letters)) if c in uyir_letter_set or c == ayudha_letter: ...

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29.478261

15.391304

def _fix_reindent(self, result): """Fix a badly indented line. This is done by adding or removing from its initial indent only. """ num_indent_spaces = int(result['info'].split()[1]) line_index = result['line'] - 1 target = self.source[line_index] self.source[l...

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33.090909

19.454545

def extend(self, iterable): """ Add each item from iterable to the end of the list """ with self.lock: for item in iterable: self.append(item)

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28

8.857143

def spitOut(s, file, binary=False, expand=False): r"""Write string `s` into `file` (which can be a string (`str` or `unicode`) or a `file` instance).""" mode = "w" + ["b",""][not binary] file = _normalizeToFile(file, mode=mode, expand=expand) try: file.write(s) finally: file.close()

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43.571429

8.571429

def get_prev_sibling_tags(mention): """Return the HTML tag of the Mention's previous siblings. Previous siblings are Mentions which are at the same level in the HTML tree as the given mention, but are declared before the given mention. If a candidate is passed in, only the previous siblings of its firs...

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37.722222

16.666667

def regressfile(filename): """ Run all stories in filename 'filename' in python 2 and 3. """ _storybook({"rewrite": False}).in_filename(filename).with_params( **{"python version": "2.7.14"} ).filter( lambda story: not story.info.get("fails_on_python_2") ).ordered_by_name().play()...

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34.461538

14.307692

async def unformat(self): """Unformat this partition.""" self._data = await self._handler.unformat( system_id=self.block_device.node.system_id, device_id=self.block_device.id, id=self.id)

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44.6

11

def PackageVariable(key, help, default, searchfunc=None): # NB: searchfunc is currently undocumented and unsupported """ The input parameters describe a 'package list' option, thus they are returned with the correct converter and validator appended. The result is usable for input to opts.Add() . ...

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40.8

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def parseSOAPMessage(data, ipAddr): "parse raw XML data string, return a (minidom) xml document" try: dom = minidom.parseString(data) except Exception: #print('Failed to parse message from %s\n"%s": %s' % (ipAddr, data, ex), file=sys.stderr) return None if dom.getElementsByTagN...

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37.461538

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def remove_behaviour(self, behaviour): """ Removes a behaviour from the agent. The behaviour is first killed. Args: behaviour (spade.behaviour.CyclicBehaviour): the behaviour instance to be removed """ if not self.has_behaviour(behaviour): raise Va...

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33.785714

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def call(self): """ call: ['mut'] ID ['(' parameters ')'] """ is_mutable = False if self.token.nature == Nature.MUT: is_mutable = True self._process(Nature.MUT) identifier = Identifier(name=self.token.value) self._process(Nature.ID) ...

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def get_lights(self): ''' Lists all available lights on the bridge. ''' url = '/api/%s/lights' % self.username response = self.make_request('GET', url) lights = [] # Did we get a success response back? # error responses look like: # [{'error': {'ad...

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def get_bool(self, key: str) -> Optional[bool]: """ Returns an optional configuration value, as a bool, by its key, or None if it doesn't exist. If the configuration value isn't a legal boolean, this function will throw an error. :param str key: The requested configuration key. ...

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42.555556

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def computePointing(self, ra_deg, dec_deg, roll_deg, cartesian=False): """Compute a pointing model without changing the internal object pointing""" # Roll FOV Rrotate = r.rotateInXMat(roll_deg) # Roll # Slew from ra/dec of zero Ra = r.rightAscensionRotationMatrix(ra_deg) ...

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33

16.789474

def _build_sectors_and_pages(self, keep_unwritten): """! @brief Converts the list of flash operations to flash sectors and pages. @param self @param keep_unwritten If true, unwritten pages in an erased sector and unwritten contents of a modified page will be read from the ta...

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49.590909

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def generate_multiple_parameters(self, parameter_id_list): """Returns multiple sets of trial (hyper-)parameters, as iterable of serializable objects. Call 'generate_parameters()' by 'count' times by default. User code must override either this function or 'generate_parameters()'. If ther...

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53.411765

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def oauth_only(function): """Decorator to restrict some GitHubTools methods to run only with OAuth""" def check_for_oauth(self, *args, **kwargs): """ Returns False if GitHubTools instance is not authenticated, or return the decorated fucntion if it is. """ if not self.is...

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37.066667

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def getCallerInfo(depth=2): """Utility function to get information about function callers The information is the tuple (function/method name, filename, class) The class will be None if the caller is just a function and not an object method. :param depth: (int) how far back in the callstack to go to extract ...

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31.857143

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def format_(blocks): """Produce Python module from blocks of tests Arguments: blocks (list): Blocks of tests from func:`parse()` """ tests = list() function_count = 0 # For each test to have a unique name for block in blocks: # Validate docstring format of body if n...

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30.958333

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def not_evaluator(conditions, leaf_evaluator): """ Evaluates a list of conditions as if the evaluator had been applied to a single entry and NOT was applied to the result. Args: conditions: List of conditions ex: [operand_1, operand_2]. leaf_evaluator: Function which will be called to evaluate leaf condi...

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34.526316

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def flush_task_and_object_metadata_unsafe(): """This removes some critical state from the Redis shards. In a multitenant environment, this will flush metadata for all jobs, which may be undesirable. This removes all of the object and task metadata. This can be used to try to address out-of-memory ...

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44.578947

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def _get_base_model(self): """ :return: base model from Keras based on user-supplied model name """ if self.model_name == 'inception_v3': return InceptionV3(weights='imagenet', include_top=False) elif self.model_name == 'xception': return Xception(weights=...

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46.625

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def compile_mof_file(self, mof_file, namespace=None, search_paths=None, verbose=None): """ Compile the MOF definitions in the specified file (and its included files) and add the resulting CIM objects to the specified CIM namespace of the mock repository. ...

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39.634921

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def close(self): """Closes the stream.""" if self.call is None: return self._request_queue.put(None) self.call.cancel() self._request_generator = None

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24.5

14.5

def changeGroupImageRemote(self, image_url, thread_id=None): """ Changes a thread image from a URL :param image_url: URL of an image to upload and change :param thread_id: User/Group ID to change image. See :ref:`intro_threads` :raises: FBchatException if request failed ...

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45.2

19

def peek(init, exposes, debug=False): """ Default deserializer factory. Arguments: init (callable): type constructor. exposes (iterable): attributes to be peeked and passed to `init`. Returns: callable: deserializer (`peek` routine). """ def _peek(store, container, _...

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23.809524

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def get_element_by_class_name_or_raise(self, class_name): """Return the SchemaElement for the specified class name, asserting that it exists.""" if class_name not in self._elements: raise InvalidClassError(u'Class does not exist: {}'.format(class_name)) return self._elements[class_n...

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53.166667

17.5

def wait_for(self, timeout): """ A decorator factory that ensures the wrapped function runs in the reactor thread. When the wrapped function is called, its result is returned or its exception raised. Deferreds are handled transparently. Calls will timeout after the given...

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34.8

18.742857

def max(self): """Get maximum target value found and corresponding parametes.""" try: res = { 'target': self.target.max(), 'params': dict( zip(self.keys, self.params[self.target.argmax()]) ) } except Valu...

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29.666667

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def get_config_bool(name): """Checks if a config value is set to a valid bool value.""" cli_config = CLIConfig(SF_CLI_CONFIG_DIR, SF_CLI_ENV_VAR_PREFIX) return cli_config.getboolean('servicefabric', name, False)

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44

20.8

def _plt_pydot(self, fout_img): """Plot using the pydot graphics engine.""" dag = self.get_pydot_graph() self.wr_pydot_dag(fout_img, dag)

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39.5

3.25

def _chk_truncate(self): ''' Checks whether the frame should be truncated. If so, slices the frame up. ''' # Column of which first element is used to determine width of a dot col self.tr_size_col = -1 # Cut the data to the information actually printed ma...

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36.594203

17.811594

def modified_lines_from_diff(self, diff): """Returns the changed lines in a diff. - Potentially this is vc specific (if not using udiff). Note: this returns the line numbers in descending order. """ from pep8radius.diff import modified_lines_from_udiff for start, end i...

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33.909091

19.909091

def reinforce(self, **kwargs): """ Reinforces the grid and calculates grid expansion costs. See :meth:`edisgo.flex_opt.reinforce_grid` for more information. """ results = reinforce_grid( self, max_while_iterations=kwargs.get( 'max_while_iterations', ...

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35.105263

18.789474

def _access_rule(method, ip=None, port=None, proto='tcp', direction='in', port_origin='d', ip_origin='d', comment=''): ''' Handles the cmd execution for allow and deny commands. ''' if _status...

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40.928571

18.714286

def correct_hyperlinks(book_dir=BOOK_PATH, dest=None, include_tags=None, ext='.nlpiabak', skip_untitled=True): """ DEPRECATED (see translate_line_footnotes) Find bad footnotes (only urls), visit the page, add the title to the footnote >>> len(correct_hyperlinks(book_dir=BOOK_PATH, ...

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48.266667

27.2

def prompt_and_delete(path, no_input=False): """ Ask user if it's okay to delete the previously-downloaded file/directory. If yes, delete it. If no, checks to see if the old version should be reused. If yes, it's reused; otherwise, Cookiecutter exits. :param path: Previously downloaded zipfile. ...

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28.054054

20.702703

def cell_to_text(self): """Return the text representation for the cell""" if self.is_code(): return self.code_to_text() source = copy(self.source) if not self.comment: escape_code_start(source, self.ext, None) return self.markdown_to_text(source)

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33.666667

12

def pymux_key_to_prompt_toolkit_key_sequence(key): """ Turn a pymux description of a key. E.g. "C-a" or "M-x" into a prompt-toolkit key sequence. Raises `ValueError` if the key is not known. """ # Make the c- and m- prefixes case insensitive. if key.lower().startswith('m-c-'): key ...

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29.347826

14.73913

def _BuildOobLink(self, param, mode): """Builds out-of-band URL. Gitkit API GetOobCode() is called and the returning code is combined with Gitkit widget URL to building the out-of-band url. Args: param: dict of request. mode: string, Gitkit widget mode to handle the oob action after user ...

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28.548387

20

def load_messages(self, directory, catalogue): """ Loads translation found in a directory. @type directory: string @param directory: The directory to search @type catalogue: MessageCatalogue @param catalogue: The message catalogue to dump @raises: ValueError ...

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35.8

15.64

def send_search(self, url): """ Queries the Twitter API with a given query string and \ stores the results internally. Also validates returned HTTP status \ code and throws an exception in case of invalid HTTP states. \ Example usage ``sendSearch('?q=One+Two&count=100')`` :param...

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37.42623

19.688525

def show(cls, msg=None): """ Show the log interface on the page. """ if msg: cls.add(msg) cls.overlay.show() cls.overlay.el.bind("click", lambda x: cls.hide()) cls.el.style.display = "block" cls.bind()

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22.333333

16.333333

def get_participant(participant_id): """Get the participant with the given id.""" try: ppt = models.Participant.query.filter_by(id=participant_id).one() except NoResultFound: return error_response( error_type="/participant GET: no participant found", status=403) ...

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37.153846

17.615385

def _get_args(self, node, keywords): """ Intercept calls to get template and return our own node-specific template """ args = super(ArcanaSlurmGraphPlugin, self)._get_args( node, keywords) # Substitute the template arg with the node-specific one new_ar...

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36.666667

14.266667

def get_onnx_variable_name(self, seed): ''' Retrieve the variable ID of the given seed or create one if it is the first time of seeing this seed ''' if seed in self.variable_name_mapping: return self.variable_name_mapping[seed][-1] else: return self.get_un...

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42.125

23.625

def write_usage(self, prog, args='', prefix='Usage: '): """Writes a usage line into the buffer. :param prog: the program name. :param args: whitespace separated list of arguments. :param prefix: the prefix for the first line. """ usage_prefix = '%*s%s ' % (self.current_i...

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43.730769

18.5

def _write_wrapped_codestream(self, ofile, box): """Write wrapped codestream.""" # Codestreams require a bit more care. # Am I a raw codestream? if len(self.box) == 0: # Yes, just write the codestream box header plus all # of myself out to file. ofile....

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40.16

17.54

def _setattr_url_map(self): ''' Set an attribute on the local instance for each key/val in url_map CherryPy uses class attributes to resolve URLs. ''' if self.apiopts.get('enable_sessions', True) is False: url_blacklist = ['login', 'logout', 'minions', 'jobs'] ...

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33.0625

23.3125

def parallel(view, dist='b', block=None, ordered=True, **flags): """Turn a function into a parallel remote function. This method can be used for map: In [1]: @parallel(view, block=True) ...: def func(a): ...: pass """ def parallel_function(f): return ParallelFunction(view...

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30.076923

19.923077

def normalize_url(url: 'Union[URL, str]') -> 'URL': """Normalize url to make comparisons.""" url = URL(url) return url.with_query(urlencode(sorted(parse_qsl(url.query_string))))

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46.5

16.5

def add_file_metadata(self, fname): """ collects the files metadata - note that this will fail with strange errors if network connection drops out to shared folder, but it is better to stop the program rather than do a try except otherwise you will get an incomplete...

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38.3

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def _apply_search_backrefs(pattern, flags=0): """Apply the search backrefs to the search pattern.""" if isinstance(pattern, (str, bytes)): re_verbose = VERBOSE & flags if flags & V0: re_version = V0 elif flags & V1: re_version = V1 else: re_ve...

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38.8

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def fitToSize(rect, targetWidth, targetHeight, bounds): """ Pads or crops a rectangle as necessary to achieve the target dimensions, ensuring the modified rectangle falls within the specified bounds. The input rectangle, bounds, and return value are all a tuple of (x,y,w,h). """ # Determine the difference bet...

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def list(self, href): """ list of files and directories at remote server :param href: remote folder :return: list(folders, files) and list(None,None) if folder doesn't exist """ for iTry in range(TRYINGS): logger.info(u("list(%s): %s") % (iTry, href)) ...

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def use_comparative_authorization_view(self): """Pass through to provider AuthorizationLookupSession.use_comparative_authorization_view""" self._object_views['authorization'] = COMPARATIVE # self._get_provider_session('authorization_lookup_session') # To make sure the session is tracked ...

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54.555556

19

def Gf(counts): r'''Estimates the ideal-gas Gibbs energy of formation at 298.15 K of an organic compound using the Joback method as a function of chemical structure only. .. math:: G_{formation} = 53.88 + \sum {G_{f,i}} In the above equation,...

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32.388889

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def constant(duration: int, amp: complex, name: str = None) -> SamplePulse: """Generates constant-sampled `SamplePulse`. Applies `left` sampling strategy to generate discrete pulse from continuous function. Args: duration: Duration of pulse. Must be greater than zero. amp: Complex pulse am...

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37.818182

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def order_search(self, article_code, **kwargs): '''taobao.vas.order.search 订单记录导出用于ISV查询自己名下的应用及收费项目的订单记录。目前所有应用调用此接口的频率限制为200次/分钟，即每分钟内，所有应用调用此接口的次数加起来最多为200次。''' request = TOPRequest('taobao.vas.order.search') request['article_code'] = article_code for k, v in kwargs....

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62.272727

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async def _request( self, method: str, endpoint: str, *, headers: dict = None, params: dict = None, json: dict = None, ssl: bool = True) -> dict: """Wrap the generic request method to add access token, etc.""" ...

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32.736842

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def get(name, required=False, default=empty, type=None): """Generic getter for environment variables. Handles defaults, required-ness, and what type to expect. :param name: The name of the environment variable be pulled :type name: str :param required: Whether the environment variable is required....

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28.692308

21.282051

def _get_dbid2goids(associations): """Return gene2go data for user-specified taxids.""" id2gos = cx.defaultdict(set) for ntd in associations: id2gos[ntd.DB_ID].add(ntd.GO_ID) return dict(id2gos)

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38.833333

5.833333

def log_very_verbose(self, message): """ Logs a message only when logging level is very verbose. :param str|list[str] message: The message. """ if self.get_verbosity() >= Output.VERBOSITY_VERY_VERBOSE: self.writeln(message)

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33.625

13.625

def folderitems(self): """Generate folderitems for each version """ items = [] # get the snapshots snapshots = get_snapshots(self.context) # reverse the order to get the most recent change first snapshots = list(reversed(snapshots)) # set the total number ...

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34.914286

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def force_plot(base_value, shap_values, features=None, feature_names=None, out_names=None, link="identity", plot_cmap="RdBu", matplotlib=False, show=True, figsize=(20,3), ordering_keys=None, ordering_keys_time_format=None, text_rotation=0): """ Visualize the given SHAP values with an a...

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41.744828

26.262069

def _strip_placeholder_braces(p_matchobj): """ Returns string with conditional braces around placeholder stripped and percent sign glued into placeholder character. Returned string is composed from 'start', 'before', 'placeholder', 'after', 'whitespace', and 'end' match-groups of p_matchobj. Condit...

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39.238095

21.714286

def _reset(self, load): """ Reset sorted list load. The *load* specifies the load-factor of the list. The default load factor of '1000' works well for lists from tens to tens of millions of elements. Good practice is to use a value that is the cube root of the list size...

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39.529412

19.529412

def __read(self, i: int) -> bytes: """Returns a set number (i) of bytes from self.data.""" b = self.data[self.idx: self.idx + i] self.idx += i if len(b) != i: raise bencodepy.DecodingError( "Incorrect byte length returned between indexes of {0} and {1}. Possib...

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46.555556

18.666667

def export_coreml(self, filename, include_non_maximum_suppression = True, iou_threshold = None, confidence_threshold = None): """ Save the model in Core ML format. The Core ML model takes an image of fixed size as input and produces two output arrays: `confid...

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46.469758

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def transitive_invalidation_hash(self, fingerprint_strategy=None, depth=0): """ :API: public :param FingerprintStrategy fingerprint_strategy: optional fingerprint strategy to use to compute the fingerprint of a target :return: A fingerprint representing this target and all of its dependencies. ...

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46.653846

27.461538

def compute_potentials_analytical_hs(grid, configs_raw, rho): """Compute the potential superpositions of each current dipole in the configurations, using the provided resistivity Parameters ---------- grid: crt_grid object with loaded FE grid. Used for the electrode positions configs_ra...

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32.765957

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def save_user(user, name, save=None): # noqa: E501 """Save a script Save a script # noqa: E501 :param user: Get user with this name :type user: str :param name: Get status of a driver with this name :type name: str :param save: The data needed to save this user :type save: dict | byte...

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28

19.966667

def info(gandi, email): """Display information about a mailbox.""" login, domain = email output_keys = ['login', 'aliases', 'fallback', 'quota', 'responder'] mailbox = gandi.mail.info(domain, login) output_mailbox(gandi, mailbox, output_keys) return mailbox

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30.555556

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def is_year(self): """Determine if a data record is of type YEAR.""" dt = DATA_TYPES['year'] if dt['min'] and dt['max']: if type(self.data) is dt['type'] and dt['min'] < self.data < dt['max']: self.type = 'year'.upper() self.len = None ...

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40.5

12.875

def process_tree_files(tree): """ process_tree_files: Download files from nodes Args: tree (ChannelManager): manager to handle communication to Kolibri Studio Returns: None """ # Fill in values necessary for next steps config.LOGGER.info("Processing content...") files_to_...

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44.333333

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def hue(self, img1, img2): """Applies the hue blend mode. Hues image img1 with image img2. The hue filter replaces the hues of pixels in img1 with the hues of pixels in img2. Returns a composite image with the alpha channel retained. """ import col...

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26.55

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def _get_corpus_properties(self, corpus_name): """Check whether a corpus is available for import. :type corpus_name: str :param corpus_name: Name of available corpus. :rtype : str """ try: # corpora = LANGUAGE_CORPORA[self.language] corpora = self....

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40.761905

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def addItem(self, itemType, itemContents, itemID=None): """ :param str itemType: The type of the item, note, place, todo :param dict itemContents: A dictionary of the item contents :param int itemID: When editing a note, send the ID along with it """ if itemT...

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39.62963

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